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Open to work · worldwide · remote or relocation

Most AI ideas never reach real users.Mine do.

I'm Akshay, an AI product engineer. I think through, design, and buildAI assistants for big companiesfrom the first sketch to the screen you use to the AI behind it, and I measure whether it worked.

Book a 20-min callTest how I think · 60 sec
people used the AI product I founded, then sold
40K+people used the AI product I founded, then sold
countries those users came from
25countries those users came from
faster customer support, with an AI assistant I built
35%faster customer support, with an AI assistant I built
less work for the AI on every question, cutting cost
45%less work for the AI on every question, cutting cost
public releases of my free AI coding tool
56public releases of my free AI coding tool
fewer outages after a code overhaul I led
40%fewer outages after a code overhaul I led
Commotion✦JupiterOne✦AWS Bedrock✦Remote Leaps · acquired✦miii-cli✦OWASP LLM Top 10✦LangGraph✦RAG✦SSE streaming✦Next.js✦TypeScript✦Python✦Braintrust evals✦MCP✦Ollama✦LoRA / PEFT✦
// 01 — How I work

Not just a developer. I think, design, and build.

Most engineers wait for a spec. I help figure out what to build, how it should feel, and whether it worked.

What I do
Design and build AI products end to end: the idea, the screens, and the AI behind them.
Experience
7 years. Founded and sold an AI startup. Led and mentored teams of 4 to 5 engineers.
Looking for
Senior, Staff, or Lead AI / Product Engineer roles.
Where
Based in India. Open to roles anywhere in the world, remote or relocation.
  1. 01

    Think

    Start with the problem, not the tech. Who is this for, what hurts, and what would success look like?

    For example: Eye Atlas: patients can't picture their diagnosis, and 30 MB atlases won't load in a waiting room. That one insight shaped every decision.

    See it
  2. 02

    Design

    Shape how it should feel before writing code: the flow, the screens, and what to leave out.

    For example: Juno streams answers word by word with live tables, so security teams never sit staring at a spinner.

    See it
  3. 03

    Build

    Build it end to end, from the screen you touch to the AI behind it, and make it safe to trust.

    For example: miii-cli tests its own work until it passes, asks before every risky action, and rolls back what breaks.

    See it
  4. 04

    Measure

    Ship it, watch what real people do, and improve. Numbers settle arguments, not opinions.

    For example: Remote Leaps: 40,000+ users, 35% more interviews for them, and an acquisition at the end.

    See it
// 02 — Shipped

Not demos. Things people actually use.

Jobs and personal projects, most important first. Swipe or use the arrows; open any project to see the problem, the design choices, and how it was built.

01 / 10

// 03 — The arcade

Don't take my word for it. Play it.

Three quick games, no tech knowledge needed, built from real decisions in my work. Each one unlocks an achievement.

miii-cli · coding agent

Your coding agent can run shell commands on a user's machine. How do you handle consent?

What would you ship?

// — — In the lab now

miii · v3.13.1 · 42★ · 56 releases · MIT

The open-source alternative to Claude Code. Any model, free forever.

In plain words: an AI helper for programmers. You describe a change, and it writes the code, tests it, and fixes its own mistakes. It works with Claude, GPT, Gemini, DeepSeek, or a model running entirely on your own computer. No account, no subscription.

miii.in How it's built
illustrative session
fix-until-green
Runs your tests and keeps going until they pass, with auto-rollback.
miii doctor
Grades models on real agent tasks before you trust one.
rewind
Checkpoints every turn, so a bad edit is one step back.
permissions
Every edit and command is gated; approvals persist.
extend
MCP servers, hooks, and subagents.
miii web
The same agent in your browser.

Works with 14+ providers, cloud or local

  • Claude
  • GPT
  • Gemini
  • DeepSeek
  • Grok
  • Mistral
  • Kimi
  • GLM
  • Qwen3 Coder
  • Devstral
  • gpt-oss
  • Llama
  • Groq
  • OpenRouter
  • Cerebras
  • Ollama
  • LM Studio
  • llama.cpp
  • vLLM
// 04 — Track record

Seven years. Every layer.

From frontend engineer to founder to AI systems architect, and now full-stack AI and security. Every role added a layer: the interface, the model, the ops, the team, and the trust.

marks the leadership in each role

  1. Sep 2026 — now · India · remote

    Commotion

    Senior Full-Stack AI Engineer

    • Helping SaaS products strengthen their cybersecurity.
    • Revamped the app with graded, measurable performance improvements.

    Managed the multi-authentication overhaul and updated authorization for every sub-consumer of the app.

  2. 2025 — 2026 · London, UK · remote

    JupiterOne

    Senior LLM Engineer / AI Systems Architect

    • Designed and built Juno end to end, an AI assistant for enterprise security teams: answers stream in word by word, with live tables of their systems (React, TypeScript, AWS Bedrock).
    • Added safety rules so the assistant can't be tricked into leaking data, in a SOC2 / GDPR regulated product (OWASP LLM Top 10, RAG hardening).
    • Set up automatic quality checks on AI answers, and cut the AI's workload ~45% with caching and summaries (RAGAS, Braintrust).

    Set how the frontend is structured and reviewed, and mentored the team on running AI in production.

  3. 2023 — 2025 · India · remote

    Remote Leaps

    Founder & Senior AI Product Engineer · acquired

    • Grew an AI resume SaaS to 40K+ users across 25 countries, then sold it.
    • Built AI writing that sticks to the user's real experience, plus a scoring model that lifted interview rates 35%.

    Led a 4-person engineering team with full ownership of roadmap, architecture, and hiring.

  4. 2023 · London, UK · remote

    Virtual Internships

    Senior Software Developer

    • Smarter search matching 25,000+ interns with 3,000+ companies: 25% more of them stayed.
    • A caching layer that cut wasted server requests by 37% (RTK Query).

    Led a TypeScript migration across 20+ services: 40% fewer incidents, and the team shipped twice as fast.

  5. 2021 — 2023 · Noida, India

    Rapid Innovation

    Software Developer

    • Built a full NFT marketplace and cut users' transaction fees ~15% (MetaMask, Solidity).

    Mentored 5 junior engineers on API design, testing, and deployment.

  6. 2020 — 2021 · India

    KGN Technologies · TopDoc AI

    Frontend Engineer · UI Developer

    • Accessible, secure features for a state platform (20% fewer people leaving early) and a dental software UI (+28% engagement).